Skip to content
AICPA-CIMA
  • AICPA & CIMA:
  • Home
  • CPE & Learning
  • My Account
Journal of Accountancy
  • TECH & AI
    • All articles
    • Artificial Intelligence (AI)
    • Microsoft Excel
    • Information Security & Privacy

    Latest Stories

    • Report: AI speeds up work but fails to deliver real business value
    • CFOs signal crucial role that technology will play in 2026
    • IRS IT overhaul set to finish by 2028, former official says
  • TAX
    • All articles
    • Corporations
    • Employee benefits
    • Individuals
    • IRS procedure

    Latest Stories

    • IRS Advisory Council report defends workers, criticizes budget and staff cuts
    • AICPA tax policy and advocacy successes: 2025 highlights
    • Prop. regs. amend Sec. 3406 backup withholding regulations
  • PRACTICE MANAGEMENT
    • All articles
    • Diversity, equity & inclusion
    • Human capital
    • Firm operations
    • Practice growth & client service

    Latest Stories

    • IRS Advisory Council report defends workers, criticizes budget and staff cuts
    • AICPA tax policy and advocacy successes: 2025 highlights
    • AICPA pushes for congressional support of Fiscal State of the Nation Act
  • FINANCIAL REPORTING
    • All articles
    • FASB reporting
    • IFRS
    • Private company reporting
    • SEC compliance and reporting

    Latest Stories

    • SEC proposes amendments to small entity definitions
    • Key signals from the SEC-PCAOB conference point to a busy new year
    • New SEC chair to CPAs: ‘Back to basics’
  • AUDIT
    • All articles
    • Attestation
    • Audit
    • Compilation and review
    • Peer review
    • Quality Management

    Latest Stories

    • 5 imperatives for auditors from the PCAOB chair
    • Key signals from the SEC-PCAOB conference point to a busy new year
    • Audit transformation road map: New report lays out the journey
  • MANAGEMENT ACCOUNTING
    • All articles
    • Business planning
    • Human resources
    • Risk management
    • Strategy

    Latest Stories

    • Report: AI speeds up work but fails to deliver real business value
    • How a CPA beat burnout after strokes, years of depression
    • Overall economic view slides, but CPAs feel better about their companies
  • Home
  • News
  • Magazine
  • Podcast
  • Topics
Advertisement
  1. newsletter
  2. Academic Update
academic-update-header

How to increase your students’ digital acumen

Prepare students to make a bigger impact through technology.

By Mark Tosczak
March 8, 2023

Related

March 8, 2023

Insights on improving management accounting education

February 8, 2023

How to avoid, spot, and deal with academic burnout

January 11, 2023

How COVID-19 changed the way we teach

TOPICS

  • Technology
  • Accounting Education

In the last quarter century, software has transformed what accountants do and how they do it. CPAs need strong digital acumen — the ability to use technology and data analytics to understand, communicate, and solve business problems. That means accounting faculty need to ensure they’re teaching those skills to future accountants.

“Accounting tasks such as information processing, analysis, and reporting, which have conventionally been a preserve of humans, continue to be automated while other tasks can now be easily outsourced to regions with cheaper labor costs,” said Trust Chireka, a senior lecturer of accounting at Walter Sisulu University in South Africa. “To remain relevant in this modern world, it is critical that accounting students develop a strong digital/analytics mindset.”

In addition to proficiency in software tools such as Excel, Alteryx, Microsoft Power BI, and Tableau, students must also understand analytical methods and how to communicate their findings. In some cases, it may be helpful for students to learn programming languages, such as Python and R, that are often used in data analytics.

Beyond specific programs, though, students must know the digital and data analytics concepts that will enable them to use new software tools in the future.

Changes to licensing exams reflect this digital focus. In the United States, the CPA Exam will change in 2024, so each person will take three core sections and then select a fourth section focused on an accounting discipline of their choice. Technology is one of the options.

Other countries are enacting similar changes. For instance, the South African Institute of Chartered Accountants has a new framework that emphasizes decision-making and digital expertise as critical competencies, Chireka said.

With these changes, there are plenty of reasons for faculty to integrate digital skills into their curriculum. However, as Chireka noted, “the accounting curriculum is already packed full of discipline-specific content.”

Advertisement

The following tips can help accounting faculty ensure their students graduate with stronger digital acumen:

Make the material relevant. Christine Cheng, assistant professor of accountancy instruction at the University of Mississippi, says it’s important to find ways to get students engaged with the material and meet them where they are.

“Pick a question they’re going to be intimately interested in,” she said. “I look at a lot of things we could teach them, but what are they likely to care about?”

One question her students explore is how some large, profitable companies end up not paying income taxes. That question fits with the tax curriculum she teaches.

With an engaging problem, Cheng leads students through the ETL process: extracting data from a source; transforming the dataset through analysis; and then loading it into a data visualization tool, such as Microsoft Power BI or Tableau, to communicate findings.

Teach software skills. A fundamental understanding of data concepts is critical, but students will also go to work in places where they’ll be expected to know common software applications from day one — especially Excel. And they may be more competitive in the job market if they have software certifications on their résumés.

“For years, as educators, we’ve been told that the weakest point of our students is Excel skills,” Cheng said. “At the end of the day the bedrock of accounting, and communications with decision-makers universally, is still largely operating in Excel.”

Advertisement

Cheng, along with colleagues, has created hundreds of YouTube tutorials exploring key software tools and analysis. Examples include detecting insurance claim fraud and using state-level IRS files to track migration across state lines.

In South Africa, Chireka’s university has worked with private sector partners to offer courses in key software applications, including Excel and Sage’s Pastel accounting application. Students who pass these short courses, Chireka said, earn industry certificates attesting to their skills. AICPA & CIMA also offer data analytics certificates.

Amy J. N. Yurko, associate professor of accounting at Duquesne University, has her students use SAS, Tableau, and Alteryx, in addition to Excel, to give them exposure to commonly used applications.

Focus on technology. While integrating some technology into accounting courses is part of the solution to boost students’ digital acumen, students can also benefit from courses where technology is the main focus.

Yurko teaches a master’s class that focuses on data analytics for accountants.

Making technology the focus of a stand-alone course relieves some of the pressure to fit all the digital analytics material into other courses centered on core accounting knowledge. “It’s meant to be building on students who have their core undergraduate accounting knowledge,” she said.

The course combines core analytics knowledge, including teaching students how to extract, clean, and analyze data, along with application-specific lessons that cover everything from Excel to powerful tools such as SAS and Alteryx.

Advertisement

The process of moving from one tool to another through the course is rigorous, Yurko said, but “it gets them to think. It gets them adaptable.”

She begins by presenting students with a question plus data of varying quality in a variety of formats. The goal is to guide them to design a plan to answer the question and transform the data to fit that plan. This requires students to think about data quality, identify inaccuracies, and fill in blanks where appropriate.

Teach them to communicate. As with most work done by accountants, it’s not enough to simply come up with an answer. Results of an analysis must be communicated to decision-makers.

Software makes it easy to produce complex graphics and visualizations, but students must learn to distill the essential data into a digital story stakeholders will understand quickly and easily.

“At the end it comes in, but it’s the most important — how do I communicate my findings to decision-makers?” Cheng said. “You have to teach them all of the fundamental soft skills that we’ve always needed in our profession.”

Ask for help. Digital acumen, like everything else in accounting, is a moving target. The tools and techniques students need to learn continue to change, so faculty will also need to learn new skills.

Chireka works with faculty in other disciplines, such as computer science, to develop short courses on advanced topics, such as using the programming languages R and Python.

Advertisement

Accounting professors looking to add analytics to their teaching should draw on the extensive resources and tips available from peers. They can also explore effective teaching models and attend analytics workshops to prepare. Yurko said it’s important for faculty to work through any projects they plan to assign to students.

“You have to have gone through the pain,” she said. “As you work through the project, you learn so much about the software and where students will encounter roadblocks. Bottom line, you have to be able to do what you are asking them to do.”

— Mark Tosczak is founder and chief content strategist at Flying Car Communications in North Carolina. To comment on this article or to suggest an idea for another article, contact Courtney Vien at Courtney.Vien@aicpa-cima.com.

Advertisement

latest news

January 16, 2026

IRS Advisory Council report defends workers, criticizes budget and staff cuts

January 16, 2026

AICPA tax policy and advocacy successes: 2025 highlights

January 14, 2026

AICPA pushes for congressional support of Fiscal State of the Nation Act

January 14, 2026

Report: AI speeds up work but fails to deliver real business value

January 13, 2026

CFOs signal crucial role that technology will play in 2026

Advertisement

Most Read

Filing season quick guide — tax year 2025
IRS to start accepting and processing tax returns on Jan. 26
Corporate Transparency Act, source of BOI reporting mandate, held constitutional
Business standard mileage rate increases for 2026
Second Circuit denies SALT cap workaround
Advertisement

Podcast

January 15, 2026

Tom Hood on AI, hybrid work, and other 2026 themes shaping accounting

January 8, 2026

Getting unstuck by rethinking processes, people, and AI

December 17, 2025

Are CPA firms ready for the next wave of data security threats?

Features

Get ready for tax season
Get ready for tax season

Get ready for tax season

Filing season quick guide — tax year 2025
Filing season quick guide — tax year 2025

Filing season quick guide — tax year 2025

How a CPA beat burnout after strokes, years of depression
How a CPA beat burnout after strokes, years of depression

How a CPA beat burnout after strokes, years of depression

Tax-efficient drawdown strategies in retirement
Tax-efficient drawdown strategies in retirement

Tax-efficient drawdown strategies in retirement

Simple but effective AI use cases for CAS
Simple but effective AI use cases for CAS

Simple but effective AI use cases for CAS

Shaping AI governance and controls
Shaping AI governance and controls

Shaping AI governance and controls

FROM THIS MONTH'S ISSUE

Tax season quick guide

Get ready for tax season with the JofA’s annual filing season quick guide, an easy-to-use compilation of dollar thresholds, tax tables, standard amounts, credits, and deductions. Download and print for quick reference this tax season.

From The Tax Adviser

December 31, 2025

Practical tax advice for businesses as a result of the OBBBA

November 30, 2025

How a CPA and wealth adviser partnership can guide families through transition

November 30, 2025

Digital asset transactions: Broker reporting, amount realized, and basis

October 31, 2025

Recent developments in estate planning

MAGAZINE

January 2026

January 2026

January 2026
December 2025

December 2025

December 2025
November 2025

November 2025

November 2025
October 2025

October 2025

October 2025
September 2025

September 2025

September 2025
August 2025

August 2025

August 2025
July 2025

July 2025

July 2025
June 2025

June 2025

June 2025
May 2025

May 2025

May 2025
April 2025

April 2025

April 2025
March 2025

March 2025

March 2025
February 2025

February 2025

February 2025
view all

View All

http://JofA_Default_Mag_cover_small_official_blue

PUSH NOTIFICATIONS

Learn about important news

This quick guide walks you through the process of enabling and troubleshooting push notifications from the JofA on your computer or phone.

CPA LETTER DAILY EMAIL

CPA Letter Logo

Subscribe to the daily CPA Letter

Stay on top of the biggest news affecting the profession every business day. Follow this link to your marketing preferences on aicpa-cima.com to subscribe. If you don't already have an aicpa-cima.com account, create one for free and then navigate to your marketing preferences.

Connect

  • X Logo JofA on X
  • facebook JofA on Facebook

HOME

  • News
  • Monthly issues
  • Podcast
  • A&A Focus
  • PFP Digest
  • Academic Update
  • Topics
  • RSS feed rss feed
  • Site map

ABOUT

  • Contact us
  • Advertise
  • Submit an article
  • Editorial calendar
  • Privacy policy
  • Terms & conditions

SUBSCRIBE

  • Academic Update
  • CPE Express

AICPA & CIMA SITES

  • AICPA-CIMA.com
  • Global Engagement Center
  • Financial Management (FM)
  • The Tax Adviser
  • AICPA Insights
  • Global Career Hub
AICPA & CIMA

© 2026 Association of International Certified Professional Accountants. All rights reserved.

Reliable. Resourceful. Respected.